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Will AI replace me?

See how AI is reshaping your role, task by task. Built on research covering 773 occupations and 15,000+ tasks.

773 occupations · 15,166 tasks · 3 independent research sources

Each star is a real occupation. Color shows AI exposure.

Why trust these numbers

Built on published research

The AI Exposure Index runs from 1 to 99. It is the percentile rank, among 773 US occupations, of the average of three independent measures. When the three disagree for a role, we say so next to the score.

  1. 1
    Observed AI use today

    Share of the role's tasks already seen in real Claude conversations. Automation counts 1, augmentation 0.5. Anthropic Economic Index, May 2026 data, same method as Anthropic's "Labor market impacts" study.

  2. 2
    AI use at work

    Microsoft Research "Working with AI": 200,000 anonymized Bing Copilot conversations, 2025.

  3. 3
    Technical capability

    GPT-4 and expert ratings of every O*NET task (Eloundou et al., OpenAI and University of Pennsylvania, published in Science, 2024).

Each task is tagged as already happening in real AI use today, within reach (technically feasible, not yet widely observed), or unchanged, and as augmented or automated. Employment, median wage, projected growth and annual openings come from the US BLS Employment Projections 2025 to 2035.

Data updated November 2026

39%

of workers' core skills are expected to change by 2030

World Economic Forum, Future of Jobs Report 2025

1 in 4

workers worldwide are in an occupation with some generative AI exposure

ILO, 2025

80%

of US workers could see at least 10% of their tasks affected by LLMs

Eloundou et al., 2024

Sources

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